first (part 2: other directories)

scripts/inspect_counts.py

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+
+import os
+import psycopg2
+from psycopg2.extras import RealDictCursor
+
+def inspect_counts():
+    try:
+        db_url = os.environ.get('DATABASE_URL', 'postgresql://suggestbet:SuGGesT2026SecuRe@localhost:15432/boilerplate_db')
+        conn = psycopg2.connect(db_url)
+        cursor = conn.cursor(cursor_factory=RealDictCursor)
+        
+        print("\n🔍 Detailed Match Counts Investigation\n")
+
+        # 1. Total by Sport
+        print("--- Total by Sport ---")
+        cursor.execute("SELECT sport, COUNT(*) as count FROM matches GROUP BY sport")
+        for row in cursor.fetchall():
+            print(f"{row['sport']}: {row['count']:,}")
+
+        # 2. Football Matches by State
+        print("\n--- Football Matches by State ---")
+        cursor.execute("SELECT state, COUNT(*) as count FROM matches WHERE sport='football' GROUP BY state ORDER BY count DESC")
+        for row in cursor.fetchall():
+            state_display = row['state'] if row['state'] else "NULL"
+            print(f"{state_display}: {row['count']:,}")
+            
+        # 3. Total Football Matches (All States)
+        cursor.execute("SELECT COUNT(*) as count FROM matches WHERE sport='football'")
+        total_football = cursor.fetchone()['count']
+        print(f"\nTOTAL FOOTBALL MATCHES (All States): {total_football:,}")
+        
+        # 4. Check for 'postGame' equivalent states
+        # Sometimes 'FT', 'Ended', 'finished' might be used
+        
+        conn.close()
+    except Exception as e:
+        print(f"Error: {e}")
+
+if __name__ == "__main__":
+    inspect_counts()